Agents-A1-4B

Agents-A1-4B is a reasoning model from InternScience in the Agents-A1 family. 7 benchmarks count toward its score, in 3 categories.

partialShows if the model has enough results for an index.
IndexOverall score out of 100.Unranked
CoverageShare of the index weight with results.45%
SpeedOutput tokens per second.
Input / 1MUS dollars per 1M input tokens.Free
Output / 1MUS dollars per 1M output tokens.Free
ContextMaximum tokens in one request.262K
EloLMArena rating and rank.N/A

The index is a score out of 100. The ± range shows how much it can change.

CapabilitiesScore per category, out of 100.

Out of 100
AgenticMulti-step tasks with tools.
55.8
CodingCode writing and repair.
35.0
ReasoningLogic problems and puzzles.
N/A
MultimodalTasks with images and text.
N/A
KnowledgeFacts and expert knowledge.
N/A
MultilingualTasks in many languages.
N/A
InstructionTasks with strict rules in the prompt.
51.0
MathMath problems.
N/A

Results

7 counted
BenchmarkThe test name.CategoryThe capability that the test measures.ResultThe score from the publisher.IndexThis result as a score out of 100.RunThe settings of the run.DateDate of the result.Published byThe source of the result.
General AI AssistantsAgentic95.1%Benchmark authors
Instruction-Following EvalInstruction94.8%55.5Jeffrey Zhou et al.
τ²-Bench Tool-Agent-User EvaluationAgentic78.2%54.9Victor Barres et al.
Instruction Following BenchmarkInstruction69.1%46.5Benchmark authors
BrowseCompAgentic66.8%56.0OpenAI
LiveCodeBench v6Coding59.6%31.3LiveCodeBench maintainers
LongBench v2Reasoning52.1%LongBench v2 authors
VITA-BenchAgentic40.3%56.4Meituan LongCat Team
FrontierScience ResearchKnowledge33.3%Meta AI
Scientific Code BenchmarkCoding29.6%38.8Benchmark authors
MLE-Bench LiteAgentic22.7%MiniMax

7 benchmarks count, from 7 of 11 results. A grey row does not count. Too few models took that benchmark.

Sources

BenchLM benchmark aggregationUsed with attribution; per-benchmark results credited to their original authors

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